Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "163"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 163 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 233 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 222 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_15493/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 163, Node 14:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 24.32% 0.322113 -0.529406 -0.757003 -0.823214 -1.518718 -0.214551 -1.145002 -0.556332 0.8075 0.8046 0.2403 2.951274 2.837139
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 3.23% -0.428887 -1.122008 -0.950286 -0.824055 -1.550561 -0.189895 -0.863025 -0.427562 0.7516 0.7462 0.2462 2.150378 2.423804
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.277747 -0.828156 -0.379459 -0.807821 -1.500355 -0.649209 -1.877637 0.429918 0.0443 0.0499 0.0093 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% -0.614488 -1.288889 -0.928041 -0.236741 -1.288039 -0.067537 -0.887564 0.593092 0.6920 0.6998 0.3610 1.886039 1.784897
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% -0.143393 -0.664617 -1.029116 -0.550263 -1.261378 0.564780 0.389933 0.704907 0.6918 0.6985 0.3550 2.049689 1.889654
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 4.84% 18.28% -1.083963 -1.197155 -1.206775 -0.745678 -1.282522 -0.232357 -0.949256 -0.709562 0.7358 0.7267 0.2782 1.726347 1.805824
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 0.180812 -0.777451 -1.066546 -1.140635 -1.047736 -0.269817 -0.961793 -0.793679 0.7944 0.7738 0.2212 2.644985 2.535490
2459587 digital_ok 0.00% - - - 2.80% 0.00% -0.857183 -0.905099 -1.069040 -0.652639 0.630509 0.139235 -1.018493 -0.132790 nan nan nan 1.014985 1.048923
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 7.03% 0.00% -0.627341 0.364045 0.320992 1.369400 0.120405 2.566169 -0.076347 1.319006 0.6806 0.6891 0.3531 1.785661 1.715428
2459585 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.542178 6.124081 2.209475 3.758299 2.125972 5.066383 0.344647 3.733812 0.0494 0.0497 0.0054 0.000000 0.000000
2459584 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.171055 -0.646913 2.095068 1.261064 0.150433 0.647924 0.415762 1.361311 0.6294 0.6379 0.3603 1.658061 1.425582
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 0.00% -0.655973 -0.860171 1.434477 0.984753 -0.828676 1.667375 0.725090 2.651103 0.6929 0.7031 0.3727 1.718772 1.845923
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 0.00% -0.254779 -0.508141 1.104112 0.947201 -0.543104 0.545944 0.267865 1.981096 0.6928 0.7019 0.3757 1.698375 1.753083
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 0.00% 0.183244 -0.823115 1.668052 0.589994 -0.259652 0.767350 0.837719 2.844905 0.6993 0.7076 0.3722 1.721679 1.700924
2459580 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.266828 -0.607869 1.084870 0.762056 -0.464567 0.667224 3.612051 5.121906 0.6939 0.7019 0.3721 4.852531 4.545226
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.462096 -0.395013 1.706043 1.395655 -0.180205 0.361881 1.069944 1.936321 0.6870 0.6967 0.3748 0.000000 0.000000
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.037037 -0.538570 -0.377340 -0.875050 -1.276440 1.168328 -0.148493 1.982073 0.0420 0.0874 0.0100 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 16.22% -0.304242 -0.954402 1.457360 0.622874 0.503017 0.647586 0.535216 2.629595 0.6886 0.6959 0.3771 1.753660 1.690911
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 4.84% 0.00% -0.160229 -0.669338 1.226145 0.804189 0.840700 0.292398 0.125519 1.306918 0.7156 0.7243 0.3701 1.553765 1.563516
2459575 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.084190 -0.280747 0.999421 0.603659 0.341890 1.779192 -0.388453 0.019761 0.7114 0.7210 0.3655 1.607234 1.588264
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.697157 -0.595555 1.950939 1.317551 0.343612 2.281537 0.057729 1.869351 0.7099 0.7184 0.3697 1.675150 1.643476
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -0.120731 -0.848475 0.969709 0.651815 0.054755 0.959584 0.211923 2.167702 0.7135 0.7230 0.3728 1.529646 1.642730
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.929786 -0.503609 -0.557316 -0.999008 -1.858174 0.392001 -0.468842 1.512108 0.0429 0.0833 0.0148 nan nan
2459570 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.515167 0.622067 1.337261 0.953086 1.218421 0.933292 0.741586 1.218611 0.7101 0.7281 0.3568 1.334568 1.192712
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.475256 -0.647061 1.258154 0.868077 1.233586 1.583759 1.136477 0.842800 0.7904 0.7941 0.2215 2.287911 2.003731
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% -0.433391 -0.436650 1.691818 1.137746 -0.110689 1.082364 -0.473453 1.378524 0.7026 0.7161 0.3904 1.742293 1.745859
2459565 digital_ok 0.00% - - - 100.00% 0.00% 0.042832 0.042832 0.026138 0.026138 -0.845420 -0.845420 -0.928844 -0.928844 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% -0.484840 -0.371555 0.092897 -0.245818 2.393667 2.266752 0.273258 1.177712 0.7246 0.7257 0.3847 1.702144 1.631306
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.505827 -0.716322 -0.216666 -0.869925 -1.097495 0.231893 0.763347 2.381827 0.7193 0.7261 0.3761 1.886046 1.869003
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.361050 0.013357 1.047913 0.898618 0.742877 0.564148 0.445407 1.091725 0.7219 0.7310 0.3705 1.867964 1.701811
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.491656 -0.149393 0.912019 0.668156 0.626513 1.210308 0.501137 1.005341 0.7174 0.7299 0.3711 1.810422 1.738460
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.263919 -0.026215 1.080165 0.680663 1.073697 1.048955 0.468632 1.281414 0.7146 0.7245 0.3857 1.774380 1.636288
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.476587 0.056040 0.951762 0.608459 0.784944 0.650893 0.305654 0.912281 0.7162 0.7241 0.3750 1.771739 1.651851
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 13.98% 0.00% -0.236721 -0.184168 1.341553 1.472424 -0.497217 1.406768 -0.407643 1.492186 0.7207 0.7240 0.3802 1.705818 1.563007
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0419 0.0646 0.0106 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 5.41% 0.00% 0.557242 -0.224078 1.421318 1.571113 -0.363718 1.289033 -0.082334 2.103016 0.7140 0.7202 0.3793 1.728959 1.553031
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7238 0.7306 0.3847 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7199 0.7259 0.3854 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.242187 -1.055580 2.254312 1.146054 -0.515151 1.294183 -0.440448 1.208742 0.7264 0.7246 0.3864 1.509063 1.559343
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.411773 -0.242630 1.134061 0.730479 0.805404 1.413617 0.243307 0.966300 0.7211 0.7241 0.3818 1.852444 1.685162
2459550 digital_ok - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0529 0.0631 0.0059 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 3.24% -0.065423 -0.782221 1.701550 1.115653 -0.574403 1.186047 0.003389 1.667602 0.7165 0.7182 0.3910 1.947135 1.757238
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% 0.058867 -1.437838 1.087812 -0.782736 0.666546 1.451163 -0.158725 1.952819 0.7655 0.7613 0.3449 1.822752 1.644400
2459541 digital_ok 0.00% 1.79% 1.79% 0.00% 21.88% 0.00% -0.545194 -1.121185 1.464870 0.800449 3.335076 0.675609 0.945248 1.315565 0.7568 0.7503 0.3126 1.698428 1.583755
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 0.45% -0.258742 0.040531 0.771074 0.697170 -0.209914 0.330851 0.672068 1.802480 0.7686 0.7675 0.3284 1.672958 1.561770
2459536 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.839913 -0.308414 3.040827 2.039571 0.416361 1.379056 1.959034 4.765534 0.7499 0.7503 0.4010 4.966293 4.231479
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.196203 -0.066661 0.853764 0.567153 0.001453 -0.431322 0.516147 2.108013 0.8002 0.7905 0.3401 1.859042 1.656180
2459534 digital_ok 100.00% 98.66% 98.66% 0.00% 100.00% 0.00% 4.319018 4.265910 0.030113 -0.140496 2.416978 4.345960 8.982655 8.800974 0.0654 0.0691 0.0128 1.206652 1.209263
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% -0.715139 -0.566014 1.224069 0.673019 -0.319296 0.075663 -0.121689 2.527080 0.7402 0.7422 0.3844 1.745248 1.662438
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 0.00% -0.631353 -0.187711 2.006894 1.495765 -0.647905 0.635171 -0.222377 1.452838 0.7451 0.7491 0.3822 1.734215 1.671490
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% -0.368194 -0.152270 0.783171 0.483394 0.581443 1.087372 1.925879 2.644510 0.7621 0.7590 0.3745 1.764131 1.685479
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.028093 0.166957 2.046826 1.125811 2.036438 0.738912 1.460969 3.230952 0.9123 0.9417 0.2878 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% 0.487903 -0.758362 2.998083 1.234091 0.865315 3.889638 0.880537 2.390666 nan nan nan 5.816629 4.921219
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.232546 -0.327999 2.139067 0.749095 0.068797 -0.257176 1.508460 1.899384 0.7249 0.7131 0.3080 2.048880 1.985128
2459513 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.921520 -0.637179 -0.311792 -0.741792 -0.772571 2.529719 1.107442 3.729036 0.0367 0.0488 0.0067 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 0.399116 1.109817 1.434966 1.094563 0.540190 0.782722 1.301053 1.521850 0.9240 0.9511 0.1539 0.000000 0.000000
2459505 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.051868 1.104791 1.572664 1.567750 -0.471179 2.556138 1.553538 10.345188 0.0702 0.0873 0.0043 1.345147 1.346998
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.906111 0.454694 2.050948 1.067674 2.844865 2.463335 1.653664 10.518430 0.8835 0.8825 0.4181 0.000000 0.000000
2459501 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.337601 0.418468 1.153032 0.942291 -0.206428 -0.073187 0.377511 2.430415 0.1456 0.1303 0.0241 0.000000 0.000000
2459500 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.678010 0.245481 1.015166 0.816055 1.259280 0.754319 -0.372765 1.994606 0.1535 0.1543 0.0246 0.000000 0.000000
2459499 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.292789 0.688929 1.850824 1.295091 1.664617 1.056270 0.586763 1.828256 0.1293 0.1357 0.0115 0.000000 0.000000
2459498 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.256587 0.174409 1.547235 0.670920 1.594420 0.089809 0.831380 1.182234 0.1346 0.1441 0.0257 0.000000 0.000000
2459497 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.275658 0.188236 1.258596 0.400214 1.419279 -0.153834 0.387336 0.889859 0.1553 0.1912 0.0269 0.000000 0.000000
2459496 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 1.725919 0.458724 1.620566 0.798766 1.690542 0.324590 0.034179 0.773327 0.9191 0.9279 0.3547 0.000000 0.000000
2459495 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 1.302283 0.097650 1.527559 0.624288 1.431553 0.178861 -0.031707 0.614454 0.9159 0.9238 0.3901 0.000000 0.000000
2459494 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 2.052575 1.019529 1.817914 1.288244 1.238016 0.575231 1.845355 1.499636 0.9014 0.9139 0.4044 0.000000 0.000000
2459492 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% 0.066760 -0.543923 1.218563 0.085846 -0.244518 0.528526 1.685516 2.051840 0.7578 0.8054 0.3265 0.359336 0.332666
2459491 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.487179 0.026389 1.749252 0.443402 0.679865 2.305056 -0.376146 6.176857 0.7977 0.8203 0.2589 3.246019 3.397233
2459490 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% 0.105004 -0.401333 1.336074 -0.536809 -0.018011 1.442858 -0.300434 1.672764 0.7508 0.8057 0.3664 1.977740 1.783215
2459489 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% -0.319086 -0.684692 1.499205 0.072077 -0.007795 0.437564 0.341333 2.312957 0.7696 0.8131 0.3206 1.853495 1.677193
2459488 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.093623 -0.760593 1.359229 0.433212 -0.083489 2.927830 0.647980 4.706882 0.7712 0.8153 0.3462 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 163: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Power 2.870795 0.083840 0.742467 2.870795 0.937009 0.014016 -0.784078 1.061705 -0.544644

Antenna 163: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.777693 1.630074 0.051369 1.176346 1.634218 0.164470 1.260688 1.366627 1.777693

Antenna 163: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Power 4.793648 -0.060484 1.337716 4.793648 2.075227 1.715135 1.216090 2.687370 0.886607

Antenna 163: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Power 1.861915 0.214422 1.057359 1.861915 0.502339 1.421368 0.563890 1.293656 1.453102

Antenna 163: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Power 1.275097 0.207850 0.116777 0.675569 1.275097 0.843359 0.350710 0.441614 0.530555

Antenna 163: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Power 2.961438 -0.406750 0.244468 2.961438 1.307383 0.668398 0.605221 0.660079 0.923240

Antenna 163: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 2.158564 -0.386133 -1.162053 1.282610 2.060121 -0.206351 2.158564 -0.014718 -0.032454

Antenna 163: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Temporal Discontinuties 1.081413 -0.337395 0.440559 -0.610894 0.283441 0.220860 -0.801026 0.656784 1.081413

Antenna 163: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 0.104982 -0.033124 -0.526829 -0.057983 -0.429490 -0.080081 -0.707543 -0.088462 0.104982

Antenna 163: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Temporal Variability 6.102102 0.886634 2.813289 3.653870 5.806610 3.408228 6.102102 -1.415943 -2.298944

Antenna 163: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Shape 0.154109 -0.331167 0.154109 -0.889255 -0.444566 0.142957 -1.258534 -0.024327 0.070164

Antenna 163: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Temporal Discontinuties 0.735315 0.454258 -0.077550 -0.217378 -0.464242 -0.971936 -0.184179 0.735315 -0.091103

Antenna 163: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 0.316408 0.300212 -0.256360 0.111189 -0.369648 -0.408075 0.316408 -0.027127 0.027127

Antenna 163: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Power 0.172839 -0.409813 0.150717 -0.360031 0.172839 -0.424975 -0.245335 -0.030608 -0.028755

Antenna 163: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.582390 0.279912 0.387176 -0.901741 -0.187356 0.103936 -1.130092 1.582390 0.812326

Antenna 163: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 0.595798 -0.024650 -0.110881 0.088444 -0.743893 -0.708339 0.595798 -0.616616 0.478605

Antenna 163: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 1.250828 0.014388 0.135828 -0.736962 0.352627 1.250828 -0.474090 0.593623 0.153633

Antenna 163: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 3.756405 0.280634 -0.485234 -0.453050 -0.578737 -1.209868 3.756405 0.040648 0.695975

Antenna 163: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 0.194093 -0.120640 -0.360888 -0.244070 -0.396113 -0.266811 -0.384350 -0.003303 0.194093

Antenna 163: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 0.414566 -0.211004 -0.284478 -0.191162 -0.360787 -0.262954 0.414566 0.240278 0.245578

Antenna 163: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 0.106808 -0.883880 -0.557890 -0.700819 -0.195503 -0.822588 -0.123343 0.106808 -0.073125

Antenna 163: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.224606 0.127166 -0.341880 0.092022 -0.509628 -0.184555 -0.000595 -0.304014 2.224606

Antenna 163: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 0.776169 0.479317 0.132721 0.749354 -0.694362 -0.859202 0.776169 -0.271946 0.058667

Antenna 163: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 0.663251 0.056088 -0.212421 0.105667 -0.529148 -0.464349 0.226349 -0.220197 0.663251

Antenna 163: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 2.105756 -0.372080 -0.312691 -0.063319 -0.795229 -0.585093 2.105756 0.439255 0.731546

Antenna 163: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 9.046824 -0.219877 -0.901915 -0.226250 -0.729256 3.005797 6.258262 7.164787 9.046824

Antenna 163: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 Not Found nn Temporal Discontinuties 7.784646 -1.295757 0.785075 -0.989642 0.710979 2.498433 1.220450 7.784646 6.689472

Antenna 163: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.675059 -0.221245 -0.294788 -0.357046 0.015159 -0.466782 0.340082 1.675059 0.878750

Antenna 163: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 29.152961 -0.585037 -0.790667 0.038891 -0.341223 0.459321 2.654467 11.731132 29.152961

Antenna 163: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 0.641318 -0.104022 -0.288589 -0.318563 -0.586255 -0.723568 -0.610018 0.053418 0.641318

Antenna 163: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 5.938838 -0.138979 -0.951539 0.677953 -0.390891 1.633210 4.947509 4.599601 5.938838

Antenna 163: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 8.548622 -0.624014 1.715066 -0.726590 0.524168 5.676393 3.436934 8.548622 5.857395

Antenna 163: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 13.445384 -0.024735 -0.472664 0.684561 0.130711 0.875300 2.345841 8.043970 13.445384

Antenna 163: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 2.764509 -0.198457 -0.218703 -0.165351 -1.154967 -0.171231 2.764509 0.576292 1.893048

Antenna 163: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 7.051347 -0.701087 -0.000168 -0.601708 -0.311660 1.522016 -0.365169 7.051347 4.775997

Antenna 163: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 2.764476 0.044083 -0.297572 -1.090281 -0.428411 2.764476 -1.654225 1.588759 -0.350162

Antenna 163: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 5.063017 0.018189 -0.798820 -0.306847 -0.829844 -0.638608 0.830662 3.901075 5.063017

Antenna 163: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 5.303862 -0.456139 0.248138 -0.592758 -0.125642 2.001123 -0.112575 5.303862 2.837500

Antenna 163: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 6.798252 -0.459310 0.185187 -0.566534 -0.070612 1.124492 -0.247825 6.798252 3.913183

Antenna 163: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.827193 -0.561130 0.193609 -0.737126 -0.338171 0.427913 -0.731648 2.827193 1.663944

Antenna 163: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.077195 0.000737 0.399227 0.184741 -0.940148 -0.115827 -0.492156 -0.072970 1.077195

Antenna 163: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 9.101845 0.260352 -0.404381 0.005850 -0.492777 1.354452 6.170475 1.852927 9.101845

Antenna 163: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 5.595552 -0.512630 0.163731 -0.651939 -0.302215 5.595552 1.584135 4.337841 2.187117

Antenna 163: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 4.803898 -0.038739 -0.446417 -0.185031 -0.365976 -0.704737 0.000146 2.367747 4.803898

Antenna 163: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 6.028478 0.074809 -0.495216 -0.249992 -0.561860 -0.552964 1.346782 3.016518 6.028478

Antenna 163: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 0.312282 0.006139 0.312282 -0.694014 -0.830039 -1.100829 -0.695538 -0.289063 0.063949

Antenna 163: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 5.712270 -0.543244 0.102398 -0.509357 -0.102779 0.838180 -0.036218 5.712270 2.924689

Antenna 163: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Power inf 389.436154 389.524586 inf inf 1894.733380 1613.076898 6393.857366 6651.302608

Antenna 163: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Power 5.144836 0.150602 -0.298140 5.144836 4.821925 0.210932 -0.543601 1.697476 1.245442

Antenna 163: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 3.065425 -0.385623 -0.768263 -0.775728 -0.923191 2.288126 -0.280503 3.065425 1.042202

Antenna 163: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.820334 -0.195326 -0.204231 -0.702000 -0.967493 -0.855123 -0.368224 0.208663 1.820334

Antenna 163: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 5.369099 -0.868594 -1.130333 0.338439 0.407248 0.120830 0.375094 5.369099 2.527220

Antenna 163: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 6.247769 -0.528824 -0.116080 -0.233357 0.297518 5.726937 0.430603 6.247769 2.436091

Antenna 163: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.204688 -0.969816 -0.665504 -0.604329 0.056941 0.903998 0.235996 2.204688 0.281500

Antenna 163: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 4.401330 -0.756975 -0.156784 -0.910934 -1.109200 -0.662504 2.335856 0.195435 4.401330

Antenna 163: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.956509 -0.056902 -0.927083 -0.655812 -0.185475 2.132265 -1.081112 2.956509 -0.087071

Antenna 163: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Temporal Discontinuties 3073.952445 1116.161967 1116.161967 1025.840199 1025.840199 821.617019 821.617019 3073.952445 3073.952445

Antenna 163: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.566401 2.298185 2.298185 1.992194 1.992194 2.137722 2.137722 2.566401 2.566401

Antenna 163: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Temporal Discontinuties 12.696974 7.542463 7.542463 7.496483 7.496483 8.172638 8.172638 12.696974 12.696974

Antenna 163: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.719418 -0.428923 -0.531880 -0.778250 -0.896048 -0.855493 -0.979273 2.719418 0.134185

Antenna 163: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Variability 0.423939 -0.725586 0.379121 -0.733891 -0.854816 -1.166178 0.423939 -0.929449 -0.719244

Antenna 163: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Shape 1.603379 -0.248908 1.603379 -0.490282 -0.710595 -1.265474 0.367527 -0.657257 -0.202984

Antenna 163: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 6.293390 -0.714076 -1.079615 -1.176122 -1.231460 -1.200020 3.205255 0.720963 6.293390

Antenna 163: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 3.084800 -0.506911 -0.831804 -0.984556 -0.868032 -0.252245 0.817593 0.143881 3.084800

Antenna 163: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 2.195526 -0.536699 -0.526714 0.112043 -0.644128 -0.345356 0.661105 0.012593 2.195526

Antenna 163: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 163: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Variability 6.554970 -0.746663 -0.346303 -0.403670 -0.927501 6.554970 3.141519 2.211935 1.860050

Antenna 163: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 4.501943 -0.934399 -0.734179 -0.831090 -0.715613 3.481902 -1.106764 4.501943 0.124611

Antenna 163: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 10.266861 -0.570557 -0.345203 -0.879483 -0.631291 2.310389 -1.240560 10.266861 0.655253

Antenna 163: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 3.025008 -0.974717 -1.036186 -0.903787 -0.665843 -0.918145 1.142915 0.783990 3.025008

Antenna 163: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Variability 1.108296 -0.604235 -0.642376 -0.764199 -0.292539 1.108296 -0.326957 0.386751 -0.396013

Antenna 163: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Variability 2.207126 -0.169211 -0.373210 -0.937384 -0.814284 -0.601377 2.207126 -0.572245 0.749530

Antenna 163: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 0.625989 -0.616604 -0.612132 -0.727248 -1.023150 0.621703 -0.939262 0.625989 -0.611264

Antenna 163: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 0.765446 -0.281249 -0.419533 -0.697854 -0.709380 -1.354402 0.031295 -0.808737 0.765446

Antenna 163: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 1.047817 -0.836989 -0.668128 -0.967594 -0.928004 0.868050 -1.240317 1.047817 -0.607145

Antenna 163: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 0.666076 -0.308628 0.057611 -0.701790 -0.572622 0.477071 -1.097011 0.666076 -0.333964

Antenna 163: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 163: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 6.554205 -1.197638 -1.275923 -1.026148 -0.533670 1.572837 -1.041571 6.554205 0.533245

Antenna 163: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 0.599938 0.078293 -0.515425 -0.940645 -1.109660 -1.074212 -0.323349 -0.944632 0.599938

Antenna 163: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Power 60.887802 23.285181 18.811266 60.887802 58.613494 22.479850 22.122054 11.381370 7.911453

Antenna 163: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Power 77.966004 26.988732 22.394548 77.966004 74.723627 30.051345 29.583392 10.093189 14.521904

Antenna 163: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 3.664423 -0.751359 -0.099299 -0.587954 -0.527880 0.222427 -1.488983 3.664423 -0.213120

Antenna 163: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 14 digital_ok nn Temporal Discontinuties 2.869617 -0.789472 -0.767211 -0.713282 -0.962126 -0.720556 1.176509 -0.296589 2.869617